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Stefan M. Wild

united states department of energy (doe)

37H-index
296Paper Count
6.6KCitation Count
Published Papers 47
Publication Date
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A Stochastic Quasi-Newton Method in the Absence of Common Random Numbers
errJournal of Optimization Theory and Applications
IF1.5
err2026-01-23
err0
PREAI
errMenickelly, Matt; Wild, Stefan M.; Xie, Miaolan
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ReMU: regional minimal updating for model-based derivative-free optimization
errOPTIMIZATION METHODS & SOFTWARE
IF1.4
err2026-01-01
err0
PREAI
errXie, Pengcheng; Wild, Stefan M.
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errSave
HFBTHO-AD: Differentiation of a nuclear energy density functional code
errComputer Physics Communications
IF3.4
err2025-11-19
err0
PREAI
errLaurent Hascoët; Matt Menickelly; Sri Hari Krishna Narayanan; Jared O’neal; Nicolas Schunck; Stefan M. Wild
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errSave
Derivative-free stochastic optimization via adaptive sampling strategies
errOPTIMIZATION METHODS & SOFTWARE
IF1.4
err2025-09-01
err0
PREAI
errBollapragada, Raghu; Karamanli, Cem; Wild, Stefan M.
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errSave
Portable, heterogeneous ensemble workflows at scale using libEnsemble
errINTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS
IF2.5
err2024-11-18
err0
errOAAI
errHudson, Stephen; Larson, Jeffrey; Navarro, John-Luke; Wild, Stefan M.
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errSave
Extended Fayans energy density functional: optimization and analysis
errJOURNAL OF PHYSICS G-NUCLEAR AND PARTICLE PHYSICS
IF3.5
err2024-08-21
err0
errOAAI
errReinhard, Paul-Gerhard; O'Neal, Jared; Wild, Stefan M.; Nazarewicz, Witold
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errSave
Stochastic minibatch approach to the ptychographic iterative engine
errOPTICS EXPRESS
IF3.3
err2024-08-06
err1
errOAAI
errTripathi, Ashish; Di, Zichao Wendy; Jiang, Zhang; Wild, Stefan M.
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errSave
O'Hare Airport roadway traffic prediction via data fusion and Gaussian process regression
errJOURNAL OF TRAFFIC AND TRANSPORTATION ENGINEERING-ENGLISH EDITION
IF6.8
err2024-08-01
err0
errOAAI
errAkinlana, Damola M.; Fadikar, Arindam; Wild, Stefan M.; Zuniga-Garcia, Natalia; Auld, Joshua
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errSave
Bayesian calibration of viscous anisotropic hydrodynamic simulations of heavy-ion collisions
errPHYSICAL REVIEW C
IF3.4
err2023-11-20
err10
errOAAI
errLiyanage, Dananjaya; Surer, Ozge; Plumlee, Matthew; Wild, Stefan M.; Heinz, Ulrich
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errSave
DeepAstroUDA: semi-supervised universal domain adaptation for cross-survey galaxy morphology classification and anomaly detection
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-04-25
err10
errOAAI
errCiprijanovic, A.; Lewis, A.; Pedro, K.; Madireddy, S.; Nord, B.; Perdue, G. N.; Wild, S. M.
errShare
errSave
Adaptive sampling quasi-Newton methods for zeroth-order stochastic optimization
errMATHEMATICAL PROGRAMMING COMPUTATION
IF3.6
err2023-03-14
err1
PREAI
errBollapragada, Raghu; Wild, Stefan M. M.
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errSave
Towards precise and accurate calculations of neutrinoless double-beta decay
errJOURNAL OF PHYSICS G-NUCLEAR AND PARTICLE PHYSICS
IF3.5
err2022-12-19
err27
errOAAI
errCirigliano, V; Davoudi, Z.; Engel, J.; Furnstahl, R. J.; Hagen, G.; Heinz, U.; Hergert, H.; Horoi, M.; Johnson, C. W.; Lovato, A.; Mereghetti, E.; Nazarewicz, W.; Nicholson, A.; Papenbrock, T.; Pastore, S.; Plumlee, M.; Phillips, D. R.; Shanahan, P. E.; Stroberg, S. R.; Viens, F.; Walker-Loud, A.; Wendt, K. A.; Wild, S. M.
errShare
errSave
Uncertainty quantification in breakup reactions
errPHYSICAL REVIEW C
IF3.4
err2022-08-11
err12
errOAAI
errSuerer, O.; Nunes, F. M.; Plumlee, M.; Wild, S. M.
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errSave
DeepAdversaries: examining the robustness of deep learning models for galaxy morphology classification
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2022-07-21
err9
errOAAI
errCiprijanovic, Aleksandra; Kafkes, Diana; Snyder, Gregory; Sanchez, F. Javier; Perdue, Gabriel Nathan; Pedro, Kevin; Nord, Brian; Madireddy, Sandeep; Wild, Stefan M.
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errSave
libEnsemble: A Library to Coordinate the Concurrent Evaluation of Dynamic Ensembles of Calculations
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2022-04-01
err20
errOAAI
errHudson, Stephen; Larson, Jeffrey; Navarro, John-Luke; Wild, Stefan M.
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errSave
The Middle Science: Traversing Scale In Complex Many-Body Systems
errACS CENTRAL SCIENCE
IF10.4
err2021-07-28
err21
errOAAI
errClark, Aurora E.; Adams, Henry; Hernandez, Rigoberto; Krylov, Anna I.; Niklasson, Anders M. N.; Sarupria, Sapna; Wang, Yusu; Wild, Stefan M.; Yang, Qian
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errSave
Get on the BAND Wagon: a Bayesian framework for quantifying model uncertainties in nuclear dynamics
errJOURNAL OF PHYSICS G-NUCLEAR AND PARTICLE PHYSICS
IF3.5
err2021-05-20
err72
errOAAI
errPhillips, D. R.; Furnstahl, R. J.; Heinz, U.; Maiti, T.; Nazarewicz, W.; Nunes, F. M.; Plumlee, M.; Pratola, M. T.; Pratt, S.; Viens, F. G.; Wild, S. M.
errShare
errSave
Machine-learning-based inversion of nuclear responses
errPHYSICAL REVIEW C
IF3.4
err2021-03-09
err23
errOAAI
errRaghavan, Krishnan; Balaprakash, Prasanna; Lovato, Alessandro; Rocco, Noemi; Wild, Stefan M.
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errSave
TUNING MULTIGRID METHODS WITH ROBUST OPTIMIZATION AND LOCAL FOURIER ANALYSIS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2021-01-05
err13
PREAI
errBrown, Jed; He, Yunhui; MacLachlan, Scott; Menickelly, Matt; Wild, Stefan M.
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errSave
Optimization and supervised machine learning methods for fitting numerical physics models without derivatives*
errJOURNAL OF PHYSICS G-NUCLEAR AND PARTICLE PHYSICS
IF3.5
err2020-12-31
err12
errOAAI
errBollapragada, Raghu; Menickelly, Matt; Nazarewicz, Witold; O'Neal, Jared; Reinhard, Paul-Gerhard; Wild, Stefan M.
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errSave

Research Directions

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Co-authors
Cooperation Journals
K
K. Pedro
H-index: 108 · Papers: 1.1K
W
W. Nazarewicz
H-index: 98 · Papers: 760
A
Anna I. Krylov
H-index: 80 · Papers: 511
U
Ulrich Heinz
H-index: 80 · Papers: 499
P
P.‐G. Reinhard
H-index: 74 · Papers: 750
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